Ollama docker example Ollama’s latest (version 0. 5. md)" Ollama is a lightweight, extensible framework for building and running language models on the local machine. Named volumes are managed by Docker and are the preferred approach for persistent data. Install Ollama locally: (https://ollama. For a CPU-only setup, use the following Bash command Configure Docker to use Nvidia driver sudo nvidia-ctk runtime configure --runtime=docker sudo systemctl restart docker Start the container docker run -d --gpus=all -v ollama:/root/. sh file contains code to set up a virtual environment if you prefer not to use Docker for your development environment. Dec 20, 2023 · Let’s create our own local ChatGPT. To start again the container you need to type this . docker start ollama How to Run a Large Language Model by Using Ollama Docker Container . First of all, to execute a Ollama command inside of the Docker container, we need to type this . Additionally, the run. docker exec -it ollama ollama run llama2 More models can be found on the Ollama library. Why Ollama Oct 5, 2023 · docker run -d --gpus=all -v ollama:/root/. g. . In the rapidly evolving landscape of natural language processing, Ollama stands out as a game-changer, offering a seamless experience for running large language models locally. 76 GB uncompressed, and Open WebUI’s main tag is 3. ai/) Install the LLMs of your choice (e. In your own apps, you'll need to add the Ollama service in your docker-compose. env-docker; Build the docker container for the example you want to test out: docker build . The app container serves as a devcontainer, allowing you to boot into it for experimentation. It provides a simple API for creating, running, and managing models, as well as a library of pre-built models that can be easily used in a variety of applications. Summary. If you’re eager to harness the power of Ollama and Docker, this guide will walk you through the process step by step. Feb 12, 2025 · docker stop ollama. yaml file already contains the necessary instructions. The example application is a RAG that acts like a sommelier, giving you the best pairings between wines and food. 77 GB uncompressed. Welcome to the Ollama Docker Compose Setup! This project simplifies the deployment of Ollama using Docker Compose, making it easy to run Ollama with all its dependencies in a containerized environm Mar 7, 2024 · If you prefer to run Ollama in a Docker container, skip the description below and go to. Join Ollama’s Discord to chat with other community members, maintainers, and contributors. Docker Compose starts the ollama container first. For Docker Desktop on Windows 10/11, install the latest NVIDIA driver and make sure you are using the WSL2 backend; The docker-compose. Ollama is an open-source tool designed to enable users to operate, develop, and distribute large language models (LLMs) on their personal hardware. Jun 1, 2025 · The ollama: and open-webui: sections define named volumes. Below is the docker-compose. May 7, 2024 · Run open-source LLM, such as Llama 2, Llama 3 , Mistral & Gemma locally with Ollama. ️ https: For example: Variable: OLLAMA_MODELS Value: D:\your_directory\models. In this Spring AI Ollama local setup tutorial, we learned to download, install, and run an LLM model using Ollama. AWS-Strands-With-Ollama - AWS Strands Agents with Ollama Examples ollama-multirun - A bash shell script to run a single prompt against any or all of your locally installed ollama models, saving the output and performance statistics as easily navigable web pages. A bit similar to Docker, Ollama helps in managing the life-cycle of LLM models running locally and provides APIs to interact with the models based on the capabilities of the model. For Docker Engine on Linux, install the NVIDIA Container Toolkilt. if you have vs code and the `Remote Development´ extension simply opening this project from the root will make vscode ask you to reopen in container Feb 11, 2025 · Ollama Docker Compose # The Docker images for both Ollama and Open WebUI are not small. With backgrounds spanning across DevOps, platform engineering, cloud architecture, and container orchestration, our contributors bring together decades of combined experience from various industries and technical domains. docker exec -it ollama <command name> Let us explain this command. sample to . Now you can run a model like Llama 2 inside the container. Build a RAG application using Ollama and Docker The Retrieval Augmented Generation (RAG) guide teaches you how to containerize an existing RAG application using Docker. It specifies the base image, dependencies, configuration files, and the command to run your application. 2 "Summarize this file: $(cat README. Aug 4, 2024 · 6. -t crewai; Run the docker container: docker compose up Mar 29, 2025 · Collabnix Team Follow The Collabnix Team is a diverse collective of Docker, Kubernetes, and IoT experts united by a passion for cloud-native technologies. ollama -p 11434:11434 --name ollama ollama/ollama Run a model. $ ollama run llama3. ollama -p 11434:11434 --name ollama ollama/ollama [!NOTE] If you're running on an NVIDIA JetPack system, Ollama can't automatically discover the correct JetPack version. yaml. env-docker. “docker exec -it Apr 19, 2025 · Ollama running LLM on docker. 🧪 Example: Running Deepseek. 7 at the time of writing) is 4. Once ollama is running, Docker Compose starts the open-webui container. Key relationships & flow. Running an LLM model like Llama3 or Deepseek locally can be daunting, often involving intricate setups and configurations. env-docker; Set your LLM variables inside . , Llama2, mixtral, gemma) Rename the . yaml file that has both Ollama and Open Web UI: services: ollama: image: ollama/ollama:latest Jul 1, 2024 · Step 1: Download the Official Docker Image of Ollama To get started, you need to download the official Docker image of Ollama. Docker Compose File: Docker Compose is a tool for defining and running multi-container Docker applications. Dockerfile: A Dockerfile that contains instructions on how to build a Docker image for your application. dxddssfxlwvwzprsxxhmcmwqsfeammwobkzuvngvicenuhdinzmy